Ignacio Hounie

5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

ICML (2) AISTATS (1) CORL (1) NIPS (1)

Top co-authors

Alejandro Ribeiro (5) Luiz F. O. Chamon (2) George J. Pappas (1) Juan Elenter (1) Vijay Kumar (1) Javier Porras-Valenzuela (1) Simon Lacoste-Julien (1) Meraj Hashemizadeh (1) Zachary Ravichandran (1) Fernando Cladera (1)

Keywords

federated learning (1) data augmentation (1) composite optimization (1) constrained optimization (1) markov chain monte carlo (1) symmetry learning (1) lagrangian duality (1) monte carlo markov chain (1) invariance constrained learning (1)

Papers

Distilling On-device Language Models for Robot Planning with Minimal Human Intervention CORL 2025

Feasible Learning AISTATS 2025

Loss Shaping Constraints for Long-Term Time Series Forecasting ICML 2024

Resilient Constrained Learning NIPS 2023

Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023